Anomaly Detection on Mars  Using Deep Learning
March 28th, 2021

Anomaly detection on the surface of Mars has a few unique challenges. For example, finding publically available datasets like landing images, using deep convolutional networks and exploring the large variety of surface anomalies. Still, a team of 30+ engineers took on t

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Detecting Anomalies in Marsian Satellite Images Through Object Detection
May 11th, 2020

 The Problem The objective of this project was to detect anomalies on the martian (MARS) surface caused by non-terrestrial artifacts like derbies of MARS lander missions, rovers, etc.   What is an anomaly? Something that deviates from what is standard, normal, or

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Using Unsupervised Learning on Satellite Images to Identify Climate Anomalies
April 30th, 2020

  This work is a part of Omdena’s AI project with the United Nations High Commissioner for Refugees. The objective was to predict forced displacements and violent conflicts as a result of climate change and natural disasters in Somalia. By Animesh Seemendra Using uns

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